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Airlines Content Recommendations Based on Passengers' Choice Using Bayesian Belief Networks [chapter]

Sien Chen, Wenqiang Huang, Mengxi Chen, Junjiang Zhong, Jie Cheng
2017 Bayesian Inference  
With a vast amount of data, how do airline managers combine information to excavate the relationship between independent variables to gain insight about passengers' choices and value system as well as  ...  Using the real case of China Southern Airlines, this paper illustrates how Bayesian belief network (BBN) can enable airlines dynamically recommend relevant contents based on predicting passengers' choice  ...  Conclusion and implications This article measures air passengers' preference and predicts their choices in the future based on current choice behavior using Bayesian belief network.  ... 
doi:10.5772/intechopen.70131 fatcat:g3mvgpbtqbamrokukue3ntaepu

Structured Extensions of MNL and NL Discrete Choice Models [chapter]

2016 Discrete Choice Modelling and Air Travel Demand  
Superset data from Data Base Products.  ...  • Behavioral analysis • Systems-level analysis Demand Data • Revealed preference (frequent schedule changes) • Limited socio-demographic information • Revealed and stated preference • Rich  ... 
doi:10.4324/9781315577548-11 fatcat:plrptfistbh65mvyavefvh5l4m

Airport Choice Modeling: Empirical Evidence from a Non-Hub Airport

Steve Leon
2012 Journal of the Transportation Research Forum  
Moreover, this study investigates whether collecting empirical data from local travel agents may perhaps allow airport planners and airport managers to identify important passenger choice behaviors without  ...  A comprehensive review of airport choice modeling studies is presented in this paper, highlighting the key determinants of passenger preferences.  ...  Using cumulative logistic regression for data analysis, this paper examined passengers' choice behavior in selecting between local small community airports and a more distant major commercial airport.  ... 
doi:10.5399/osu/jtrf.50.2.2711 fatcat:7lzrvkxsofetxbrzxt7z5d3kum

A Study on Service Quality and Passenger Satisfaction on Indian Airlines

K. Singaravelu, V. P. Amuthanayaki
2017 Journal of Commerce & Trade  
The findings of this study are based on the analysis of sample respondents. This study analyzed the data from passengers of three classes, economy, business and premium.  ...  by airline passengers.  ...  Because it is not easy to get the revealed preference data of the effects of these variables on passengers' choice, especially the effect of seat comfort, a stated choice experiment is used to present  ... 
doi:10.26703/jct.v12i2-16 fatcat:obwrrksjmjactegryx6vyhgqny

Sky Vague Charge Vaticination

Mrs. Swethashree R N
2019 International Journal for Research in Applied Science and Engineering Technology  
The sellers have all the mandatory data (for example historicalsale, marketdemand, customer profile , and behavior) to form the choice whether or not to extend or decrease airfares at totally different  ...  Air passengers (the buyers) are typically searching for the most effective period of time to get airfares to get the maximum amount saving as potential whereas airlines (the sellers) invariably try and  ...  In the other hand, air passengers are often looking for the cheapest price, mostly by trying to purchase airfare as far from the departure date as possible because most passengers believe that airfare  ... 
doi:10.22214/ijraset.2019.7194 fatcat:dmc24piwbzdnvoqqwbbbi7ulsi

Accounting for price endogeneity in airline itinerary choice models: An application to Continental U.S. markets

Virginie Lurkin, Laurie A. Garrow, Matthew J. Higgins, Jeffrey P. Newman, Michael Schyns
2017 Transportation Research Part A: Policy and Practice  
We would also like to thank Angelo Guevara for his advice on instruments, Tulinda Larsen for providing us with schedule data, and Chris Howard and Asteway Merid of the Airlines Reporting Corporation for  ...  ., domestic air travel taxes and fees include four main categories: a passenger ticket tax (7.5 percent of the base fare); a flight segment tax ($3.90 a flight segment); a passenger facility charge (up  ...  An analysis based on an itinerary file we obtained from a major U.S. airline revealed that many the domestic U.S. itineraries they generated for May 2013 departures had no corresponding purchases in our  ... 
doi:10.1016/j.tra.2017.04.007 fatcat:z2fnfjenhnbuffmptfywqlgsl4

Service Quality Determinants in Highway Travel Services: A Research on Y-Generation

Asst. Prof. Dr. İlkeBaşarangil
2017 IOSR Journal of Business and Management  
SPSS 22.0 was used for analysis of the obtained data. In the analysis  ...  In addition to Y-generation, a few years later, travel perceptions of the Z-generation that will be actively involved in road, air etc. travels can be evaluated.  ...  have been excluded out of the analysis. 3.5.Analysis of the Data The data analysis methods used in the research include the definitive statistics, Factor Analysis, T-Test and ANOVA Analysis.  ... 
doi:10.9790/487x-1904036877 fatcat:3zqm42yakvgydfqezm4p7fizxm

Evolution of the household vehicle fleet: Anticipating fleet composition, PHEV adoption and GHG emissions in Austin, Texas

Sashank Musti, Kara M. Kockelman
2011 Transportation Research Part A: Policy and Practice  
This work provides new data on ownership decisions and owner preferences under various scenarios, coupled with calibrated models to microsimulate Austin"s personal-fleet evolution.  ...  Top purchase criteria are price, type/class, and fuel economy (with 30%, 21% and 19% of respondents placing these in their top three).  ...  The paper then presents results of data analysis, including vehicle choice, vehicle retirement and transactions timing; and the results of a 25-year simulation results.  ... 
doi:10.1016/j.tra.2011.04.011 fatcat:f66cscwuefcsda3g7yegbdtnoi

Will subsidies drive electric vehicle adoption? Measuring consumer preferences in the U.S. and China

John Paul Helveston, Yimin Liu, Elea McDonnell Feit, Erica Fuchs, Erica Klampfl, Jeremy J. Michalek
2015 Transportation Research Part A: Policy and Practice  
We model consumer preferences for conventional, hybrid electric, plug-in hybrid electric (PHEV), and battery electric (BEV) vehicle technologies in China and the U.S. using data from choice-based conjoint  ...  adoption of BEVs in China, the local and global social impact is unclear: With higher electricity generation emissions in China, a transition to BEVs may reduce oil consumption at the expense of increased air  ...  This work was funded in part by a grant from the National Science Foundation #1064241 and a grant from Ford Motor Company.  ... 
doi:10.1016/j.tra.2015.01.002 fatcat:fhychamfsbgjvemju5hijr2hue

A Machine Learning Framework for Predicting Purchase by Online Customers based on Dynamic Pricing

Rajan Gupta, Chaitanya Pathak
2014 Procedia Computer Science  
A binary predictor is an appropriate choice given the above framework and helps in identifying the final purchase behavior of the customer.  ...  The outliers from the data were Data Collection Pre-processing of Data Predicting PurchasePurchase of product on given offer by the customer in each group removed and data was rolled up for the various  ... 
doi:10.1016/j.procs.2014.09.060 fatcat:mwu7faijbncpfh7m4wqepwxpsi

Customer satisfaction using low cost carriers

Yu Kyoung Kim, Hyung Ryong Lee
2011 Tourism Management  
Based on these results, carriers should develop tangibles and responsiveness for the enhancement of customer satisfaction and behavioral intentions.  ...  In addition, the study confirms the significant consequences of customer satisfaction including word-of-mouth communication, purchase intentions, and complaining behavior.  ...  Based on this analysis, seven items (two tangibles items, two empathy items, one purchase intention item, one price sensitivity item, and one complaining behavior item) were discarded from the original  ... 
doi:10.1016/j.tourman.2009.12.008 fatcat:ggigactegnfdtd6cy7bfkgn75m

The Value to Consumers of IT-Supported a la Carte Pricing: An Empirical Test of the Strategic Decommoditization Hypothesis

N Granados, R J Kauffman, Hsiangchu Lai, Huangchi Lin
2011 2011 44th Hawaii International Conference on System Sciences  
We use data from a large international airline firm that offers tickets and tie-in services via its online portal.  ...  These findings support the theory of strategic decommoditization in the air travel context.  ...  We benefited from ongoing discussions with Alok Gupta, Ting Li and John Mooney. All factual errors and misinterpretations are the sole responsibility of the authors.  ... 
doi:10.1109/hicss.2011.438 dblp:conf/hicss/GranadosKLL11 fatcat:tnvxc2qm7few7pgamhvbgjdf5y

American Consumer's Attitudes towards Different Airline Companies Channels: A Comparison of Transaction Methods

Talha Harcar, Ugur Yucelt
2012 PASOS Revista de Turismo y Patrimonio Cultural  
Data has been analyzed using factor analysis technique.  ...  Consumers are increasingly challenging better performance from companies, and these demands are being met through improvements in technology and fl exibility of services.  ...  consumer behavior were tested by regression analysis.  ... 
doi:10.25145/j.pasos.2012.10.027 fatcat:3l3inr5vmfeptn7wnv4pr5rqpm

Evaluation of after Sales Services in Airline Companies Case study: EgyptAir

Hussein Abdel Rady, Hla Elsbayee
2019 Minia Journal of Tourism and Hospitality Research MJTHR  
With the support of SPSS22 .Through data analysis it seems that there is a positive correlation between service quality, after sales services and customer satisfaction.  ...  The results of the tools were analyzed using descriptive statistics, reliability analysis, coefficient analysis, spearman correlation analysis, and regression analysis.  ...  it will guarantee a regular purchase and other transactions.  ... 
doi:10.21608/mjthr.2019.140945 fatcat:sxyyrr6hfvgxlnql233n3lv6wq

العوامل المؤثرة فی شراء المستهلکین المصریین لتذاکر الطیران عبر الإنترنت

لمیاء حفنى
2021 المجلة العلمیة لکلیة السیاحة و الفنادق جامعة الأسکندریة  
Planned study of air traffic passengers.  ...  It specifies the factors that Roda (2019) collected data from 399 limit the influence of attitude on behavior. customers to identify the  ... 
doi:10.21608/thalexu.2021.93070.1065 fatcat:pa4nw2osfrfstdx24nzrshtunu
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